AI-Powered Development - The Future of Software Engineering

Overview

Join us for an insightful exploration of how artificial intelligence is revolutionizing the realm of software engineering. Delve into the ways AI is shaping the future of development with tools like coding assistants and automated DevOps processes.

Learn about innovative concepts such as code embeddings and RAG, as well as essential ethical considerations in the implementation of AI technologies.

This course offers a comprehensive look at the changing role of developers as they navigate this AI-driven environment, preparing them for the challenges and opportunities ahead. Hosted on YouTube, this online course falls under the categories of Artificial Intelligence and Computer Science, catering to those eager to stay at the forefront of industry advancements.

Syllabus

• Introduction to AI in Software Development
Overview of AI technologies in software engineering
Historical context and evolution
• AI-Powered Coding Assistants
Functionality and capabilities of coding assistants
Practical applications in software development
Benefits and limitations
• DevOps Automation via AI
Introduction to AI-driven DevOps tools
CI/CD pipeline automation with AI
Case studies: Successful AI integrations in DevOps
• Code Embeddings and Feature Extraction
Understanding code embeddings
Techniques and tools for code embedding
Applications and impact on code analysis and search
• Retrieval-Augmented Generation (RAG) in Development
Concepts and mechanisms of RAG
Integrating RAG with existing development workflows
Real-world applications and case studies
• Ethical Considerations in AI-Powered Development
Data privacy and security concerns
Bias and fairness in AI-driven tools
Navigating ethical dilemmas in AI application
• The Evolving Role of Developers
Shifts in skill sets and roles
Collaboration between humans and AI
Preparing for an AI-driven future in software engineering
• Conclusion and Future Trends
Emerging technologies and their potential impacts
Long-term visions for AI in software development
• Capstone Project
Develop a small software project utilizing AI tools
Present findings and reflections on AI integration in development practices

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Subjects

Computer Science